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Knowledge-supported graphical illustration of texts

Published: 22 May 2002 Publication History

Abstract

We introduce a new method to automatically and dynamically illustrate arbitrary texts from a predefined application domain. We demonstrate this method with two experimental systems (Text Illustrator and Agi3le) which are designed to illustrate anatomy textbooks.
Both systems exploit a symbolic representation of the content of structured geometric models. In addition, the approach taken by the Agi3le-system is based on an ontology providing a formal representation of important concepts within the application domain as well as a thesaurus containing alternative linguistic and visual realizations for entities within the formal domain representation.
The presented method is text-driven, i.e., an automated analysis of the morphologic, syntactic and semantic structures of noun phrases reveals the key concepts of a text portion to be illustrated. The specific relevance of entities within the formal representation is determined by a spreading activation approach. This allows to derive important parameters for a non-photorealistic rendering process: the selection of suitable geometric models, camera positions and presentation variables for individual geometric objects. Part-whole relations are considered to assign visual representations to elements of the formal domain representation. Presentation variables for objects in the 3D rendering are chosen to reflect the estimated relevance of their denotation.
As a result, expressive non-photorealistic illustrations which are focussed on the key concepts of individually selected text passages are generated automatically. Finally, we present methods to integrate user interaction within both media, the text and the computer-generated illustration, in order to adjust the presentation to individual information seeking goals.

References

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S.-P. Ballstaedt. Wissensvermittlung. Die Gestaltung von Lernmaterial. Psychologie Verlags Union, Weinheim, 1997.
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M. Biezunski, M. Bryan, and S. Newcomb, editors. ISO/IEC 13250:2000 Topic Maps: Information Technology - Document Description and Markup Language. International Organization for Standarization (ISO) and International Electrotechnical Commission (IEC), Dec. 1999.
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A. Collins and E. Loftus. A Spreading-Activation Theory of Semantic Processing. Psychological Review, 82(6):407--428, 1975.
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W. Finkler and G. Neumann. MORPHIX: A Fast Realization of a Classification-Based Approach to Morphology. In H. Trost, editor, Proc. der 4. Österreichischen Artificial-Intelligence Tagung, Wiener Workshop Wissensbasierte Sprachverarbeitung, pages 11--19. Springer Verlag, Berlin, Aug. 1988.
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R. MacGregor. A Description Classifier for the Predicate Calculus. In B. Hayes-Roth and R. Korf, editors, Proc. of the Twelfth Annual National Conference on Artificial Intelligence (AAAI-94), pages 213--220, Seattle, Washington, Aug., 1--4 1994. AAAI Press, Menlo Park.
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J. Peeck. The Role of Illustration in Processing and Remembering Illustrated Text. In H. Houghton and D. Willows, editors, The Psychology of Illustration, volume 1: Basic Research, chapter 4, pages 115--151. Springer Verlag, New York, 1987.
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S. Pepper and G. Moore, editors. XML Topic Maps (XTM) 1.0. TopicMaps.Org, 2001. http://www.topicmaps.org/xtm/.
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A. Rogers. Textbook of Anatomy. Churchill Livingstone, Edinburgh, 1992.
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S. Schlechtweg and T. Strothotte. Illustrative Browsing: A New Method of Browsing in Long On-line Texts. In M. Sasse and C. Johnson, editors, Computer Human Interaction. Proc. of INTERACT-99, pages 466--473, Edinburgh, Sept. 1999. IOS Press. Amsterdam.
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S. Schlechtweg and T. Strothotte. Generating Scientific Illustrations in Electronic Books. In Smart Graphics. Papers from the 2000 AAAI Spring Symposium (Stanford, March, 2000), pages 8--15, Menlo Park, 2000. AAAI Press.
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H. Schmid. Probabilistic Part-of-Speech Tagging Using Decision Trees. In D. Jones and H. Somers, editors, New Methods in Language Processing. ACL Press, London, 1997.
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M. Scholz. Technologische Bilder - Aspekte visueller Argumentation. PhD thesis, FB Design, Kunst und Medienpädagogik, Druck der Bergischen Universität-Gesamthochschule (BUGH) Wuppertal, Weimar, 2000.

Cited By

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  • (2019)Bridging Text Visualization and Mining: A Task-Driven SurveyIEEE Transactions on Visualization and Computer Graphics10.1109/TVCG.2018.283434125:7(2482-2504)Online publication date: 1-Jul-2019
  • (2011)The role of Depth and Gestalt cues in information-rich virtual environmentsInternational Journal of Human-Computer Studies10.1016/j.ijhcs.2010.05.00769:1-2(30-51)Online publication date: 1-Jan-2011
  • (2008)Ontology-based visualization of hierarchical neuroanatomical structuresProceedings of the First Eurographics conference on Visual Computing for Biomedicine10.5555/2384008.2384036(177-184)Online publication date: 6-Oct-2008
  • Show More Cited By

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cover image ACM Conferences
AVI '02: Proceedings of the Working Conference on Advanced Visual Interfaces
May 2002
382 pages
ISBN:1581135378
DOI:10.1145/1556262
Permission to make digital or hard copies of all or part of this work for personal or classroom use is granted without fee provided that copies are not made or distributed for profit or commercial advantage and that copies bear this notice and the full citation on the first page. Copyrights for components of this work owned by others than ACM must be honored. Abstracting with credit is permitted. To copy otherwise, or republish, to post on servers or to redistribute to lists, requires prior specific permission and/or a fee. Request permissions from [email protected]

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Association for Computing Machinery

New York, NY, United States

Publication History

Published: 22 May 2002

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Author Tags

  1. image-text coherence
  2. non-photorealistic rendering
  3. semantic networks
  4. spreading activation
  5. text analysis
  6. text illustration

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  • Research-article

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AVI'02
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AVI'02: Advanced Visual Interfaces
May 22 - 24, 2002
Trento, Italy

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Overall Acceptance Rate 128 of 490 submissions, 26%

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Cited By

View all
  • (2019)Bridging Text Visualization and Mining: A Task-Driven SurveyIEEE Transactions on Visualization and Computer Graphics10.1109/TVCG.2018.283434125:7(2482-2504)Online publication date: 1-Jul-2019
  • (2011)The role of Depth and Gestalt cues in information-rich virtual environmentsInternational Journal of Human-Computer Studies10.1016/j.ijhcs.2010.05.00769:1-2(30-51)Online publication date: 1-Jan-2011
  • (2008)Ontology-based visualization of hierarchical neuroanatomical structuresProceedings of the First Eurographics conference on Visual Computing for Biomedicine10.5555/2384008.2384036(177-184)Online publication date: 6-Oct-2008
  • (2004)A Method for Smart Graphics in the WebSmart Graphics10.1007/978-3-540-24678-7_16(146-153)Online publication date: 2004
  • (2003)Illustrative shadowsProceedings of the 8th international conference on Intelligent user interfaces10.1145/604045.604072(166-173)Online publication date: 12-Jan-2003
  • (2002)A spreading activation approach to text illustrationProceedings of the 2nd international symposium on Smart graphics10.1145/569005.569012(39-46)Online publication date: 11-Jun-2002

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